Machine learning controller for data rate management in science DMZ networks

C Vega, EF Kfoury, J Gomez, JE Pezoa, M Figueroa… - Computer Networks, 2024 - Elsevier
This article presents a Machine Learning Controller (MLC) supported by a P4 switch for
improving rate control in non-dedicated Science Demilitarized Zone (Science DMZ) …

[HTML][HTML] RED-SP-CoDel: Random early detection with static priority scheduling and controlled delay AQM in programmable data planes

O Lhamo, M Ma, TV Doan, T Scheinert… - Computer …, 2024 - Elsevier
Emerging network application paradigms, such as the Tactile Internet, re-emphasize the
need for different Quality of Service (QoS) levels. Due to the large packet buffers in the …

iRED: A disaggregated P4-AQM fully implemented in programmable data plane hardware

LC de Almeida, R Pasquini, C Papagianni… - arXiv preprint arXiv …, 2023 - arxiv.org
Routers employ queues to temporarily hold packets when the scheduler cannot immediately
process them. Congestion occurs when the arrival rate of packets exceeds the processing …

SynCoDel: Network-Assisted Synchronization of Video and Haptic Streams for Teleoperations

M Ma, Y Yang, TV Doan, O Lhamo… - 2024 IEEE 49th …, 2024 - ieeexplore.ieee.org
Teleoperation has become mainstream in several applications, such as telesurgery,
manufacturing, and construction. The human operator relies on video, audio, and haptic …

CoDel-ACT: Realizing CoDel AQM for Programmable Switch ASIC

V Bothra, A Peer, VK Singh, M Maity… - 2024 IFIP Networking …, 2024 - ieeexplore.ieee.org
Bufferbloat is a major issue in computer networks, caused by network devices such as
switches and routers with large buffers, resulting in congested queues and high network …